Molina Moreno, B.; Olivares-Gorriti, E.; Palau Salvador, CE.; Esteve Domingo, M. (2018). A multimodal Fingerprint-based Indoor Positioning System for airports. IEEE Access. 6:10092-10106. https://doi.org/10.1109/ACCESS.2018.2798918
Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/123258
Title:
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A multimodal Fingerprint-based Indoor Positioning System for airports
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Author:
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Molina Moreno, Benjamin
Olivares-Gorriti, Eneko
Palau Salvador, Carlos Enrique
Esteve Domingo, Manuel
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UPV Unit:
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Universitat Politècnica de València. Departamento de Comunicaciones - Departament de Comunicacions
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Issued date:
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Abstract:
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[EN] Indoor Localization techniques are becoming popular in order to provide a seamless indoor positioning system enhancing the traditional GPS service that is only suitable for outdoor environments. Though there are ...[+]
[EN] Indoor Localization techniques are becoming popular in order to provide a seamless indoor positioning system enhancing the traditional GPS service that is only suitable for outdoor environments. Though there are proprietary and costly approaches targeting high accuracy positioning, Wi-Fi and BLE networks are widely deployed in many public and private buildings (e.g. shopping malls, airports, universities, etc.). These networks are accessible through mobile phones resulting in an effective commercial off-the-self basic infrastructure for an indoor service. The obtained positioning accuracy is still being improved and there is on-going research on algorithms adapted for Wi-Fi and BLE and also for the particularities of indoor environments. This paper focuses not only on indoor positioning techniques, but also on a multimodal approach. Traditional proposals employ only one network technology whereas this paper integrates two different technologies in order to provide improved accuracy. It also sets the basis for combining (merging) additional technologies, if available. The initial results show that the positioning service performs better with a multimodal approach compared to individual (monomodal) approaches and even compared with Google¿s geolocation service in public spaces such as airports.
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Subjects:
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BLE beacons
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Indoor location
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Indoor positioning
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Internet of Things
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Wi-Fi fingerprinting
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Copyrigths:
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Reserva de todos los derechos
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Source:
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IEEE Access. (eissn:
2169-3536
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DOI:
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10.1109/ACCESS.2018.2798918
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Publisher:
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Institute of Electrical and Electronics Engineers
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Publisher version:
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http://doi.org/10.1109/ACCESS.2018.2798918
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Project ID:
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info:eu-repo/grantAgreement/EC/H2020/635885/EU/Door to Door Information for Airports and Airlines/
info:eu-repo/grantAgreement/EC/H2020/687283/EU/Interoperability of Heterogeneous IoT Platforms/
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Thanks:
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This work was supported in part by the European Commission through the Door to Door Information for Airports and Airlines Project under Grant GA 635885 and in part by the European Commission through the Interoperability ...[+]
This work was supported in part by the European Commission through the Door to Door Information for Airports and Airlines Project under Grant GA 635885 and in part by the European Commission through the Interoperability of Heterogeneous IoT Platforms Project under Grant 687283.
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Type:
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Artículo
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